应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Manipulation, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Large Language Modeling, Database Design, Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Model Evaluation, Spatial Data Analysis, Unsupervised Learning, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Social Determinants Of Health, Gerontology, Governance, Matplotlib, Deep Learning, Bayesian Statistics
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, Cloud Infrastructure, Responsible AI, Cloud Platforms, Data Centers, Model Deployment
初级 · 课程 · 1-3 个月

Universidad de los Andes
您将获得的技能: Real-Time Operating Systems, Semantic Web, LLM Application, Unsupervised Learning, Cloud-Native Computing, Model Evaluation, Continuous Deployment, Computer Vision, Reinforcement Learning, Project Closure, Deep Learning, Natural Language Processing, MLOps (Machine Learning Operations), Biomedical Engineering, Artificial Intelligence, Recurrent Neural Networks (RNNs), Responsible AI, Game Theory, Probability & Statistics, Model Deployment
获得学位
学位 · 1-4 年

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
获得学位
学位 · 1-4 年

您将获得的技能: Animations, 3D Modeling, Computer Graphics, Computational Logic, Programming Principles
混合 · 课程 · 1-3 个月
University of Illinois at Urbana-Champaign
您将获得的技能: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Digital pedagogy, Lean Manufacturing, Business Technologies, Process Capability, Augmented and Virtual Reality (AR/VR), Solution Design, Technology Strategies, Systems Analysis, System Implementation, Requirements Analysis
提供的学分
MasterTrack · 6-12 个月

您将获得的技能: Photo Editing, Photography, Image Quality, Editing, Storytelling
初级 · 课程 · 1-3 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Computer Vision, Reinforcement Learning, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, Deep Learning, Portfolio Management, Marketing Analytics, MLOps (Machine Learning Operations), Simulations, Logistic Regression, Verification And Validation, Statistical Machine Learning, Transfer Learning, Descriptive Analytics, Operations Research
获得学位
学位 · 1-4 年

您将获得的技能: Responsive Web Design, UI Components, HTML and CSS, Web Design, User Interface (UI), Typography, Interactive Design, Front-End Web Development
混合 · 课程 · 1-4 周

您将获得的技能: UI Components, Swift Programming, Apple iOS, User Interface (UI), Mobile Development, Apple Xcode, Application Development, Interactive Design, Application Design, Model View Controller, User Interface and User Experience (UI/UX) Design, Application Programming Interface (API), Software Design, Animations, Typography, Data Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Usability, Hypertext Markup Language (HTML), Front-End Web Development, User Experience Design, Browser Compatibility, User Interface (UI), User Interface (UI) Design, Semantic Web, Javascript, Debugging, Web Applications, Web Development, Development Testing
混合 · 课程 · 1-4 周